sieg2011/codet5-base-sql-create-context

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codet5-base-sql-create-context

This model is a fine-tuned version of Salesforce/codet5-base on b-mc2/sql-create-context dataset. It achieves the following results on the evaluation set:

• —Loss: 0.0036
• —Exact Match: 0.2451
• —Rouge2: 0.8839
• —Bleu: 75.6780

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 5e-05
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
• —lrschedulertype: linear
• —num_epochs: 5

Training results

Framework versions

• —Transformers 4.50.3
• —Pytorch 2.5.1+cu121
• —Datasets 3.5.0
• —Tokenizers 0.21.1